3 ms·
Internally yes we use a data warehouse to store the raw observations. We go through a similar process to traditional NWP to produce forecasts except with a few
by avecchi-sorc 2y ago
Internally yes we use a data warehouse to store the raw observations. We go through a similar process to traditional NWP to produce forecasts except with a few AI steps in between. Unfortunately, the standard currently is to store these as large multi-dimensional data files like grib2/netCDF/zarr.
In case you’re curious, here’s where NOAA stores all their GFS related forecasts:
https://registry.opendata.aws/noaa-gfs-bdp-pds/ https://registry.opendata.aws/noaa-gfs-bdp-pds/